Basic Statistics

Raw Counts

Name Value
Rows 499,990
Columns 38
Discrete columns 4
Continuous columns 34
All missing columns 0
Missing observations 823,492
Complete Rows 465,156
Total observations 18,999,620
Memory allocation 137.3 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 466 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 466 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 585 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 585 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 601 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 601 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 486 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 486 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis

## 1 features with more than 20 categories ignored!
## Ethnicity.0.0: 22 categories

Principal Component Analysis